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Dams-O'Connor K, Juengst SB, Bogner J, Chiaravalloti ND, Corrigan JD, Giacino JT, Harrison-Felix CL, Hoffman JM, Ketchum JM, Lequerica AH, Marwitz JH, Miller AC, Nakase-Richardson R, Rabinowitz AR, Sander AM, Zafonte R, Hammond FM. Traumatic brain injury as a chronic disease: insights from the United States Traumatic Brain Injury Model Systems Research Program. Lancet Neurol 2023; 22:517-528. [PMID: 37086742 DOI: 10.1016/s1474-4422(23)00065-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/14/2022] [Accepted: 01/31/2023] [Indexed: 04/24/2023]
Abstract
Traumatic brain injury (TBI) is a global health priority, associated with substantial burden. Historically conceptualised as an injury event with finite recovery, TBI is now recognised as a chronic condition that can affect multiple domains of health and function, some of which might deteriorate over time. Many people who have had a TBI remain moderately to severely disabled at 5 years, are rehospitalised up to 10 years post-injury, and have a reduced lifespan relative to the general population. Understanding TBI as a chronic disease process can be highly informative for optimising care, which has traditionally focused on acute care. Chronic brain injury care models must be informed by a holistic understanding of long-term outcomes and the factors that can affect how care needs evolve over time. The United States Traumatic Brain Injury Model Systems of Care follows up individuals with moderate-to-severe TBI for over 30 years, allowing characterisation of the chronic (2-30 years or more post injury) functional, cognitive, behavioural, and social sequelae experienced by individuals who have had a moderate-to-severe TBI and the implications for their health and quality of life. Older age, social determinants of health, and lower acute functional status are associated with post-recovery deterioration, while younger age and greater functional independence are associated with risky health behaviours, including substance misuse and re-injury. Systematically collected data on long-term outcomes across multiple domains of health and function are needed worldwide to inform the development of models for chronic disease management, including the proactive surveillance of commonly experienced health and functional challenges.
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Affiliation(s)
- Kristen Dams-O'Connor
- Brain Injury Research Center, Department of Rehabilitation and Human Performance, Brain Injury Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. kristen.dams-o'
| | - Shannon B Juengst
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, TX, USA; Department of Physical Medicine & Rehabilitation, UT Southwestern Medical Center, Dallas, TX, USA
| | - Jennifer Bogner
- Department of Physical Medicine and Rehabilitation, The Ohio State University, Columbus, OH, USA
| | - Nancy D Chiaravalloti
- Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - John D Corrigan
- Department of Physical Medicine and Rehabilitation, The Ohio State University, Columbus, OH, USA
| | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA, USA; Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
| | | | - Jeanne M Hoffman
- Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | | | - Anthony H Lequerica
- Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ, USA
| | - Jennifer H Marwitz
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - A Cate Miller
- National Institute on Disability, Independent Living, and Rehabilitation Research, Administration for Community Living, US Department of Health and Human Services, Washington, DC, USA
| | - Risa Nakase-Richardson
- Research Service, James A Haley Veterans Hospital, Tampa, FL, USA; Department of Internal Medicine, Pulmonary and Sleep Medicine Division, University of South Florida, Tampa, FL, USA
| | - Amanda R Rabinowitz
- Department of Physical Medicine and Rehabilitation, Moss Rehabilitation Research Institute, Elkins Park, PA, USA; Department of Physical Medicine and Rehabilitation, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Angelle M Sander
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, TX, USA; H Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
| | - Ross Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA, USA; Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA; Massachusetts General Hospital, Brigham and Women's Hospital, Boston, MA, USA
| | - Flora M Hammond
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, IN, USA; Rehabilitation Hospital of Indiana, Indianapolis, IN, USA
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2
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Wang B, Zeldovich M, Rauen K, Wu YJ, Covic A, Muller I, Haagsma JA, Polinder S, Menon D, Asendorf T, Andelic N, von Steinbuechel N. Longitudinal Analyses of the Reciprocity of Depression and Anxiety after Traumatic Brain Injury and Its Clinical Implications. J Clin Med 2021; 10:jcm10235597. [PMID: 34884299 PMCID: PMC8658198 DOI: 10.3390/jcm10235597] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 11/24/2021] [Accepted: 11/25/2021] [Indexed: 11/16/2022] Open
Abstract
Depression and anxiety are common following traumatic brain injury (TBI). Understanding their prevalence and interplay within the first year after TBI with differing severities may improve patients' outcomes after TBI. Individuals with a clinical diagnosis of TBI recruited for the large European collaborative longitudinal study CENTER-TBI were screened for patient-reported major depression (MD) and generalized anxiety disorder (GAD) at three, six, and twelve months post-injury (N = 1683). Data were analyzed using autoregressive cross-lagged models. Sociodemographic, premorbid and injury-related factors were examined as risk factors. 14.1-15.5% of TBI patients reported moderate to severe MD at three to twelve months after TBI, 7.9-9.5% reported GAD. Depression and anxiety after TBI presented high within-domain persistency and cross-domain concurrent associations. MD at three months post-TBI had a significant impact on GAD at six months post-TBI, while both acted bidirectionally at six to twelve months post-TBI. Being more severely disabled, having experienced major extracranial injuries, an intensive care unit stay, and being female were risk factors for more severe MD and GAD. Major trauma and the level of consciousness after TBI were additionally associated with more severe MD, whereas being younger was related to more severe GAD. Individuals after TBI should be screened and treated for MD and GAD early on, as both psychiatric disturbances are highly persistent and bi-directional in their impact. More severely disabled patients are particularly vulnerable, and thus warrant timely screening and intensive follow-up treatment.
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Affiliation(s)
- Biyao Wang
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
- Division of Psychology and Language Sciences, University College London, London WC1H 0AP, UK
- Correspondence:
| | - Marina Zeldovich
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Katrin Rauen
- Department of Geriatric Psychiatry, Psychiatric Hospital Zurich, University of Zurich, Minervastrasse 145, 8032 Zurich, Switzerland;
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Straße 17, 81377 Munich, Germany
| | - Yi-Jhen Wu
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Amra Covic
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Isabelle Muller
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Juanita A. Haagsma
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands; (J.A.H.); (S.P.)
- Department of Emergency Medicine, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Suzanne Polinder
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands; (J.A.H.); (S.P.)
| | - David Menon
- Division of Anaesthesia, University of Cambridge/Addenbrooke’s Hospital, Box 157, Cambridge CB2 0QQ, UK;
| | - Thomas Asendorf
- Department of Medical Statistics, University Medical Center Goettingen, 37073 Goettingen, Germany;
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, 0424 Oslo, Norway;
- Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Faculty of Medicine, Institute of Health and Society, University of Oslo, 0373 Oslo, Norway
| | - Nicole von Steinbuechel
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
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3
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Benavides AM, Finn JA, Tang X, Ropacki S, Brown RM, Smith AN, Stevens LF, Rabinowitz AR, Juengst SB, Johnson-Greene D, Hart T. Psychosocial and Functional Predictors of Depression and Anxiety Symptoms in Veterans and Service Members With TBI: A VA TBI Model Systems Study. J Head Trauma Rehabil 2021; 36:397-407. [PMID: 33656470 DOI: 10.1097/htr.0000000000000647] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To identify psychosocial and functional predictors of self-reported depression and anxiety symptoms at year 2 following traumatic brain injury (TBI). SETTING Five Department of Veterans Affairs (VA) Polytrauma Rehabilitation Centers (PRCs) within the TBI Model Systems (TBIMS). PARTICIPANTS A total of 319 service members/veterans enrolled in VA TBIMS who were eligible for and completed both 1- and 2-year follow-up evaluations. DESIGN Secondary analysis from multicenter prospective longitudinal study. MAIN MEASURES Demographic, injury-related, military, mental health, and substance use variables. Questionnaires included the Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), and Neurobehavioral Symptom Inventory. Rating scales included the Participation Assessment with Recombined Tools-Objective and Disability Rating Scale. RESULTS The final sample was largely male (96%) and predominantly White (65%), with a median age of 27 years. In unadjusted analyses, pre-TBI mental health treatment history and year 1 employment status, community activity, sleep difficulties, and self-reported depression and anxiety symptoms were associated with year 2 PHQ-9 scores; pre-TBI mental health treatment history and year 1 community activity, social contact, problematic substance use, sleep difficulties, and self-reported depression and anxiety symptoms were associated with year 2 GAD-7 scores. In multivariable analyses, only year 1 community activity and depression symptoms uniquely predicted year 2 PHQ-9 scores, and only year 1 employment status, community activity, problematic substance use, and anxiety symptoms uniquely predicted year 2 GAD-7 scores. CONCLUSION Anxiety and depression commonly occur after TBI and are important treatment targets. Some predictors (eg, participation and substance use) are modifiable and amenable to treatment as well. Early identification of anxiety and depression symptoms is key.
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Affiliation(s)
- Angela M Benavides
- Extended Care & Rehabilitation, Minneapolis Veterans Affairs Health Care System, Minneapolis, Minnesota (Drs Benavides and Finn); Department of Psychiatry, University of Minnesota-Twin Cities, Minneapolis (Dr Finn); Biostatistics Program, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock (Dr Tang); Polytrauma System of Care, Veterans Affairs Palo Alto Health Care System, Palo Alto, California (Dr Ropacki); Center of Innovation for Disability and Rehabilitation Research, James A. Haley Veterans Affairs Medical Center, and Department of Anthropology, University of South Florida, Tampa, Florida (Dr Brown); Defense and Veterans Brain Injury Center, Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (Mr Smith and Dr Stevens); Departments of Psychology and Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond (Dr Stevens); Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania (Drs Rabinowitz and Hart); Department of Rehabilitation, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania (Dr Rabinowitz); Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas (Dr Juengst); and Department of Physical Medicine and Rehabilitation, Miller School of Medicine, University of Miami, Miami, Florida (Dr Johnson-Greene)
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Perrin PB, Klyce DW, Fisher LB, Juengst SB, Hammond FM, Gary KW, Niemeier JP, Bergquist TF, Bombardier CH, Rabinowitz AR, Zafonte RD, Wagner AK. Relations among Suicidal Ideation, Depressive Symptoms, and Functional Independence during the Ten Years after Traumatic Brain Injury: A Model Systems Study. Arch Phys Med Rehabil 2021; 103:69-74. [PMID: 34364849 DOI: 10.1016/j.apmr.2021.07.790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 07/01/2021] [Accepted: 07/06/2021] [Indexed: 11/02/2022]
Abstract
OBJECTIVE To investigate relative causality in relations among suicidal ideation (SI), depressive symptoms, and functional independence over the first 10 years after traumatic brain injury (TBI). DESIGN Prospective longitudinal design with data collected through the TBI Model Systems (TBIMS) network at acute rehabilitation hospitalization, as well as 1, 2, 5, and 10 years after injury. SETTING United States Level I/II trauma centers and inpatient rehabilitation centers with telephone follow-up. PARTICIPANTS Individuals enrolled into the TBIMS National Database (N=9539) with at least one SI score at any follow-up data collection (72.1% male, mean age = 39.39 years). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Patient Health Questionnaire-9 and Functional Independence Measure at years 1, 2, 5, and 10 post-injury. RESULTS A cross-lagged panel structural equation model (SEM), which is meant to indirectly infer causality through longitudinal correlational data, suggested that SI, depressive symptoms, and functional independence each significantly predicted themselves over time. Within the model, bivariate correlations among variables were all significant within each time point. Between years 1 and 2 and between years 2 and 5, depressive symptoms had a larger effect on SI than SI had on depressive symptoms. Between years 5 and 10, there was reciprocal causality between the two variables. Functional independence more strongly predicted depressive symptoms than the reverse between years 1 and 2 as well as years 2 and 5, but its unique effects on SI over time were extremely marginal or absent after controlling for depressive symptoms. CONCLUSIONS A primary goal for rehabilitation and mental health providers should be to monitor and address elevated symptoms of depression as quickly as possible before they translate into SI, particularly for individuals with TBI who have reduced functional independence. Doing so may be a key to breaking the connection between low functional independence and SI.
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Affiliation(s)
- Paul B Perrin
- Central Virginia Veterans Affairs Health Care System, Department of Psychology and Department of Medicine and Rehabilitation, Richmond, VA, Virginia Commonwealth University, Richmond, VA
| | - Daniel W Klyce
- Central Virginia Veterans Affairs Health Care System, Richmond, VA, Sheltering Arms Institute, Richmond, VA, Virginia Commonwealth University Health System, Richmond, VA
| | - Lauren B Fisher
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Shannon B Juengst
- Department of Physical Medicine and Rehabilitation, UT Southwestern Medical Center, Dallas, TX
| | - Flora M Hammond
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, IN, Rehabilitation Hospital of Indiana, Indianapolis, IN
| | - Kelli W Gary
- Department of Rehabilitation Counseling, Virginia Commonwealth University, Richmond, VA
| | - Janet P Niemeier
- Department of Physical Medicine and Rehabilitation, University of Alabama, Birmingham, AL
| | | | | | | | - Ross D Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, Massachusetts General Hospital, Boston, MA, Brigham and Women's Hospital, Boston, MA, Harvard Medical School, Boston, MA
| | - Amy K Wagner
- Departments of Physical Medicine & Rehabilitation and Neuroscience, Center for Neuroscience, Safar Center for Resuscitation Research, Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh PA
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5
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Tso S, Saha A, Cusimano MD. The Traumatic Brain Injury Model Systems National Database: A Review of Published Research. Neurotrauma Rep 2021; 2:149-164. [PMID: 34223550 PMCID: PMC8240866 DOI: 10.1089/neur.2020.0047] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
The Traumatic Brain Injury Model Systems (TBIMS) is the largest longitudinal TBI data set in the world. Our study reviews the works using TBIMS data for analysis in the last 5 years. A search (2015–2020) was conducted across PubMed, EMBASE, and Google Scholar for studies that used the National Institute on Disability, Independent Living and Rehabilitation Research NIDILRR/VA-TBIMS data. Search terms were as follows: [“TBIMS” national database] within PubMed and Google Scholar, and [“TBIMS” AND national AND database] on EMBASE. Data sources, study foci (in terms of data processing and outcomes), study outcomes, and follow-up information usage were collected to categorize the studies included in this review. Variable usage in terms of TBIMS' form-based variable groups and limitations from each study were also noted. Assessment was made on how TBIMS' objectives were met by the studies. Of the 74 articles reviewed, 23 used TBIMS along with other data sets. Fifty-four studies focused on specific outcome measures only, 6 assessed data aspects as a major focus, and 13 explored both. Sample sizes of the included studies ranged from 11 to 15,835. Forty-two of the 60 longitudinal studies assessed follow-up from 1 to 5 years, and 15 studies used 10 to 25 years of the same. Prominent variable groups as outcome measures were “Employment,” “FIM,” “DRS,” “PART-O,” “Satisfaction with Life,” “PHQ-9,” and “GOS-E.” Limited numbers of studies were published regarding tobacco consumption, the Brief Test of Adult Cognition by Telephone (BTACT), the Supervision Rating Scale (SRS), general health, and comorbidities as variables of interest. Generalizability was the most significant limitation mentioned by the studies. The TBIMS is a rich resource for large-sample longitudinal analyses of various TBI outcomes. Future efforts should focus on under-utilized variables and improving generalizability by validation of results across large-scale TBI data sets to better understand the heterogeneity of TBI.
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Affiliation(s)
- Samantha Tso
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Ashirbani Saha
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Michael D Cusimano
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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6
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Rabinowitz AR, Chervoneva I, Hart T, O'Neil-Pirozzi TM, Juengst SB, Hoffman JM. Heterogeneity in Temporal Ordering of Depression and Participation After Traumatic Brain Injury. Arch Phys Med Rehabil 2020; 101:1973-1979. [PMID: 32653581 DOI: 10.1016/j.apmr.2020.05.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 05/25/2020] [Accepted: 05/29/2020] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To examine heterogeneity in the temporal patterns of depression and participation over the first 2 years post traumatic brain injury (TBI). DESIGN Observational prospective longitudinal study. SETTING Inpatient rehabilitation centers, with 1- and 2-year follow-up conducted primarily by telephone. PARTICIPANTS Persons with TBI (N=2307) enrolled in the Traumatic Brain Injury Model Systems database, followed at 1 and 2 years post injury. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Patient Health Questionnaire-9 (PHQ-9) and Participation Assessment With Recombined Tools-Objective (PART-O). RESULTS Using latent class modeling we examined heterogeneity in the longitudinal relationship between PHQ-9 and PART-O. The identified 6 classes were most distinct in terms of (1) level of PHQ-9 score and (2) association between the year 1 PART-O score and year 2 PHQ-9 score. For most participants, PART-O at year 1 predicted PHQ-9 at year 2 more than the reverse. However, there was a subgroup of participants that demonstrated the reverse pattern, PHQ-9 predicting later PART-O, who were on average, older and in the "other" employment category. CONCLUSIONS Results suggest that links between participation and depression are stronger for some people living with TBI than for others and that variation in the temporal sequencing of these 2 constructs is associated with demographic characteristics. These findings illustrate the value in accounting for population heterogeneity when evaluating temporal among outcome domains.
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Affiliation(s)
| | - Inna Chervoneva
- Department of Pharmacology and Experimental Therapeutics, Jefferson Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Tessa Hart
- Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania
| | - Therese M O'Neil-Pirozzi
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, Massachusetts; Department of Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts
| | - Shannon B Juengst
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Jeanne M Hoffman
- Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington
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7
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Krese K, Ingraham B, O'Brien MK, Mummidisetty CK, McNulty M, Srdanovic N, Kocherginsky M, Ripley D. The impact of a yoga-based physical therapy group for individuals with traumatic brain injury: results from a pilot study. Brain Inj 2020; 34:1118-1126. [PMID: 32530717 DOI: 10.1080/02699052.2020.1776394] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To compare the impacts of yoga-based physical therapy versus a seated rest within the context of standard rehabilitation practice on sleep, heart rate variability (HRV), anxiety, and fatigue during acute traumatic brain injury (TBI) rehabilitation. METHODS Eleven individuals participated in this crossover study involving the following interventions in a randomized order: group yoga-based physical therapy (YPT), conventional physical therapy (CPT), and group seated rest in a relaxing environment (SR). HRV and self-reported anxiety and fatigue were measured immediately before and after each group, and sleep after each condition and at baseline. Data was analyzed using generalized linear mixed models with repeated measures. RESULTS The interaction between time and treatment was statistically significant (p = .0203). For the SR treatment, wake after sleep onset (WASO) rate was reduced from 14.99 to 10.60 (IRR = 0.71; p = .006). Time and treatment were not found to be statistically significantly associated with any of the secondary outcomes. CONCLUSION Yoga-based physical therapy is feasible and safe in the inpatient rehabilitation setting following TBI. Sleep quality improved following the addition of a one-hour seated rest in a relaxing environment to a standard rehabilitation daily schedule, suggesting that structured rest time may be beneficial to sleep hygiene during inpatient rehabilitation following TBI. ClinicalTrials.Gov Registration Number: NCT03701594.
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Affiliation(s)
- Kelly Krese
- Brain Innovation Center, Shirley Ryan AbilityLab , Chicago, Illinois, USA
| | - Benjamin Ingraham
- Brain Innovation Center, Shirley Ryan AbilityLab , Chicago, Illinois, USA.,Division of Physical Medicine and Rehabilitation, University of Utah , Salt Lake City, Utah, USA
| | - Megan K O'Brien
- Max Näder Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab , Chicago, Illinois, USA
| | - Chaithanya K Mummidisetty
- Max Näder Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab , Chicago, Illinois, USA
| | - Mary McNulty
- Brain Innovation Center, Shirley Ryan AbilityLab , Chicago, Illinois, USA.,Department of Occupational Therapy, Midwestern University , Glendale, Arizona, USA
| | - Nina Srdanovic
- Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine , Chicago, Illinois, USA
| | - Masha Kocherginsky
- Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine , Chicago, Illinois, USA
| | - David Ripley
- Brain Innovation Center, Shirley Ryan AbilityLab , Chicago, Illinois, USA.,Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine , Chicago, Illinois, USA
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8
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Erler KS, Kew CL, Juengst SB. Participation differences by age and depression 5 years after moderate-to-severe traumatic brain injury. Int Rev Psychiatry 2020; 32:12-21. [PMID: 31533497 DOI: 10.1080/09540261.2019.1656175] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Participation restrictions, including restrictions in employment, recreational activities, and social interactions, and depression are common after traumatic brain injury (TBI) and can profoundly affect individuals. Participation and depression demonstrate complex relationships with each other and over time as individuals age. This study (1) identified differences in participation between different age groups; (2) determined if participation differed between those with and without clinically significant depressive symptoms within each age group; and (3) determined the effect of the interaction between age groups and the presence or absence of clinically significant depressive symptoms on participation in community-dwelling adults with a moderate-to-severe TBI. Results indicate that, among community-dwelling adults 5 years post-TBI, there are significant differences in participation between age groups across the lifespan, with younger adults generally having higher levels of participation. Individuals with clinically significant depressive symptoms participate less than individuals without it within the same age group, except for adults over 65 years-old. For the productivity domain, age interacted with depressive symptoms, such that the presence of clinically significant depressive symptoms was associated with a larger difference in productivity in early-to-middle adulthood. Based on these findings, depression should be considered when providing interventions for participation and vice versa.
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Affiliation(s)
- Kimberly S Erler
- Department of Occupational Therapy, MGH Institute of Health Professions, Boston, MA, USA
| | - Chung Lin Kew
- Department of Physical Medicine & Rehabilitation, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Shannon B Juengst
- Department of Physical Medicine & Rehabilitation, University of Texas Southwestern Medical Center, Dallas, TX, USA
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9
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Kisala PA, Tulsky DS, Boulton AJ, Heinemann AW, Victorson D, Sherer M, Sander AM, Chiaravalloti N, Carlozzi NE, Hanks R. Development and Psychometric Characteristics of the TBI-QOL Independence Item Bank and Short Form and the TBI-QOL Asking for Help Scale. Arch Phys Med Rehabil 2019; 101:33-42. [PMID: 31473207 DOI: 10.1016/j.apmr.2019.08.469] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 07/19/2019] [Accepted: 08/17/2019] [Indexed: 10/26/2022]
Abstract
OBJECTIVE To develop an item response theory (IRT)-calibrated, patient-reported outcome measure of subjective independence for individuals with traumatic brain injury (TBI). DESIGN Large-scale item calibration field testing; confirmatory factor analysis (CFA) and graded response model IRT analyses. SETTING Five TBI Model System centers across the United States. PARTICIPANTS Adults with complicated mild, moderate, or severe TBI (N=556). OUTCOME MEASURES Traumatic Brain Injury-Quality of Life (TBI-QOL) Independence item bank and the TBI-QOL Asking for Help scale. RESULTS A total of 556 individuals completed 44 items in the Independence item pool. Initial factor analyses indicated that items related to the idea of "asking for help" were measuring a different construct from other items in the pool. These 9 items were set aside. Twenty-two other items were removed because of bimodal distributions and/or low item-total correlations. CFA supported unidimensionality of the remaining Independence items. Graded response model IRT analysis was used to estimate slopes and thresholds for the final 13 Independence items. An 8-item fixed-length short form was also developed. The 9 Asking for Help items were analyzed separately. One misfitting item was deleted, and the final 8 items became a fixed-length IRT-calibrated scale. Reliability was high for both measures. CONCLUSIONS The IRT-calibrated TBI-QOL Independence item bank and short form and TBI-QOL Asking for Help scale may be used to measure important issues for individuals with TBI in research and clinical applications.
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Affiliation(s)
- Pamela A Kisala
- Center for Health Assessment Research and Translation, University of Delaware College of Health Sciences, Newark, Delaware, United States
| | - David S Tulsky
- Center for Health Assessment Research and Translation, University of Delaware College of Health Sciences, Newark, Delaware, United States; Department of Psychological & Brain Sciences, University of Delaware, Newark, Delaware, United States; Department of Physical Therapy, University of Delaware, Newark, Delaware, United States.
| | - Aaron J Boulton
- Center for Health Assessment Research and Translation, University of Delaware College of Health Sciences, Newark, Delaware, United States
| | - Allen W Heinemann
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, United States; Department of Physical Medicine & Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States
| | - David Victorson
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, United States; Department of Physical Medicine & Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States
| | - Mark Sherer
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, Texas, United States; Department of Physical Medicine & Rehabilitation, Baylor College of Medicine, Houston, Texas, United States
| | - Angelle M Sander
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, Texas, United States; Department of Physical Medicine & Rehabilitation, Baylor College of Medicine, Houston, Texas, United States
| | | | - Noelle E Carlozzi
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, Michigan, United States
| | - Robin Hanks
- Department of Physical Medicine & Rehabilitation, Wayne State University, Detroit, Michigan, United States
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10
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Zahniser E, Nelson LD, Dikmen SS, Machamer JE, Stein MB, Yuh E, Manley GT, Temkin NR. The Temporal Relationship of Mental Health Problems and Functional Limitations following mTBI: A TRACK-TBI and TED Study. J Neurotrauma 2019; 36:1786-1793. [PMID: 30543138 DOI: 10.1089/neu.2018.6172] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Mental health problems, such as depression and anxiety, are often associated with functional limitations after traumatic brain injury (TBI), prompting researchers to explore which of these TBI-related sequelae tends to precede the other. Past studies among patients with injuries ranging in severity have predominantly reported that functional impairments predict subsequent psychological concerns, rather than the other way around; however, it remains unclear whether this directionality holds for individuals with mild TBI (mTBI). The present study utilized a cross-lagged panel design within a structural equation modeling analytical framework to explore the longitudinal relationships of symptoms of depression and anxiety to functional status among 717 adult mTBI patients, with assessments occurring at 2 weeks and 3 months post-injury. Symptoms of both depression and anxiety significantly predicted subsequent functional limitations (λs = -0.21 and -0.25), whereas the reverse effects were nonsignificant (λs = -0.05 and -0.03); thus, psychological concerns appeared to function as a precursor to functional impairment. This pattern was particularly pronounced among patients with normal head computed tomography (CT) results; however, results were less clear cut among those subjects whose injuries were accompanied by intracranial abnormalities detected on CT imaging, suggesting the possibility of a more reciprocal relationship in the case of CT-positive mTBI. These results may serve to partially explain the incidence of persistent functional limitations observed among subsets of mTBI patients in past studies. Findings likewise highlight the importance of assessment and treatment for mental health problems after mTBI as an important factor to promote psychological well-being and functional recovery.
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Affiliation(s)
- Evan Zahniser
- 1 Department of Neurological Surgery, University of Washington, Seattle, Washington
| | - Lindsay D Nelson
- 4 Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Sureyya S Dikmen
- 2 Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
| | - Joan E Machamer
- 2 Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
| | - Murray B Stein
- 5 Department of Psychiatry, University of California San Diego, La Jolla, California.,6 Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California
| | - Esther Yuh
- 7 Department of Radiology, University of California San Francisco, San Francisco, California
| | - Geoffrey T Manley
- 8 Department of Neurological Surgery, University of California San Francisco, San Francisco, California
| | - Nancy R Temkin
- 1 Department of Neurological Surgery, University of Washington, Seattle, Washington.,3 Department of Biostatistics, University of Washington, Seattle, Washington
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11
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Juengst SB, Kumar RG, Wagner AK. A narrative literature review of depression following traumatic brain injury: prevalence, impact, and management challenges. Psychol Res Behav Manag 2017; 10:175-186. [PMID: 28652833 PMCID: PMC5476717 DOI: 10.2147/prbm.s113264] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Depression is one of the most common conditions to emerge after traumatic brain injury (TBI), and despite its potentially serious consequences it remains undertreated. Treatment for post-traumatic depression (PTD) is complicated due to the multifactorial etiology of PTD, ranging from biological pathways to psychosocial adjustment. Identifying the unique, personalized factors contributing to the development of PTD could improve long-term treatment and management for individuals with TBI. The purpose of this narrative literature review was to summarize the prevalence and impact of PTD among those with moderate to severe TBI and to discuss current challenges in its management. Overall, PTD has an estimated point prevalence of 30%, with 50% of individuals with moderate to severe TBI experiencing an episode of PTD in the first year after injury alone. PTD has significant implications for health, leading to more hospitalizations and greater caregiver burden, for participation, reducing rates of return to work and affecting social relationships, and for quality of life. PTD may develop directly or indirectly as a result of biological changes after injury, most notably post-injury inflammation, or through psychological and psychosocial factors, including pre injury personal characteristics and post-injury adjustment to disability. Current evidence for effective treatments is limited, although the strongest evidence supports antidepressants and cognitive behavioral interventions. More personalized approaches to treatment and further research into unique therapy combinations may improve the management of PTD and improve the health, functioning, and quality of life for individuals with TBI.
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Affiliation(s)
- Shannon B Juengst
- Department of Physical Medicine and Rehabilitation
- Department of Rehabilitation Counseling, University of Texas Southwestern Medical Center, Dallas, TX
| | - Raj G Kumar
- Department of Physical Medicine and Rehabilitation
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation
- Department of Neuroscience
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, USA
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